Swarm Manager¶
An industrial-grade autonomous drone swarm communication and intelligence system written in Rust, featuring military-grade security, consensus algorithms, and federated learning for autonomous swarm coordination.
Quick Links¶
Why This Project?¶
Modern drone swarms require robust, secure, and efficient communication systems. This project addresses critical challenges in:
- Security: Military-grade cryptography with zero compromises
- Reliability: Byzantine fault tolerance and self-healing networks
- Efficiency: Optimized for resource-constrained embedded systems
- Intelligence: Distributed AI through federated learning
- Safety: 100% safe Rust with compile-time guarantees
Key Features¶
🔒 Military-Grade Security¶
- ChaCha20-Poly1305 authenticated encryption
- Ed25519 digital signatures (256-bit security)
- X25519 key exchange with perfect forward secrecy
- BLAKE3 + SHA3-256 cryptographic hashing
- Replay attack protection
- Intrusion detection system
🌐 Decentralized Mesh Networking¶
- Adaptive multi-hop routing
- Self-healing network topology
- Support for 100+ drones
- Link quality monitoring
- Automatic route discovery
🤝 Raft-Based Consensus¶
- Leader election with crash fault tolerance
- Replicated state machine
- Low-latency agreement (50ms heartbeat)
- Optimized for embedded systems
🧠 Federated Learning¶
- Decentralized model training
- Byzantine-resistant aggregation
- Privacy-preserving gradient sharing
- FedAvg algorithm implementation
🧬 Swarm Intelligence¶
- Particle Swarm Optimization (PSO): Multi-topology support (Star, Ring, Von Neumann, Pyramid)
- Ant Colony Optimization (ACO): 3D path planning with three algorithm variants
- Grey Wolf Optimizer (GWO): Multi-objective optimization with hierarchical search
Performance Metrics¶
| Metric | Value |
|---|---|
| Latency | < 50ms (local consensus) |
| Throughput | 1000+ messages/sec per drone |
| Scalability | 100+ drones per swarm |
| Memory | < 512KB RAM |
| Binary Size | < 200KB (optimized) |
Use Cases¶
Search and Rescue¶
Coordinate multiple drones for efficient area coverage, real-time discovery sharing, and adaptive mission planning.
Agricultural Monitoring¶
Distributed crop monitoring, collaborative spraying operations, and federated learning for pest detection.
Infrastructure Inspection¶
Bridge and building inspection with collaborative 3D mapping and automated fault detection.
Military Applications¶
Secure tactical communication, autonomous patrol systems, and distributed target tracking.
Emergency Response¶
Disaster area assessment, communication relay networks, and resource coordination.
Technology Stack¶
- Language: Rust 1.70+
- Cryptography: ChaCha20-Poly1305, Ed25519, X25519, BLAKE3, SHA3
- Networking: IPv6, UDP/TCP, Custom mesh protocol
- Consensus: Raft-based SwarmRaft
- Serialization: Postcard (efficient binary format)
- No-std Compatible: Runs on embedded systems
Getting Started¶
# Clone the repository
git clone https://github.com/mahii6991/swarm-manager.git
cd swarm-manager
# Build the project
cargo build --release
# Run tests
cargo test
# Run example
cargo run --example simple_swarm
Read the full Getting Started guide →
Community¶
- GitHub Discussions: Ask questions, share ideas, showcase your projects
- Issues: Report bugs or request features
- Pull Requests: Contribute code improvements
For Companies¶
Ready-to-Deploy Autonomous Drone Swarm Infrastructure¶
What You Get¶
| Component | Description |
|---|---|
| Rust Swarm Core | Battle-tested, memory-safe foundation with 13,500+ lines of production code |
| Mesh Networking | Self-healing, multi-hop communication supporting 100+ drones |
| Distributed Consensus | SwarmRaft protocol with Byzantine fault tolerance |
| Collision Avoidance | 4 algorithms (VO, RVO, ORCA, APF) + geofencing |
| PX4/SITL Integration | Ready for hardware-in-the-loop testing and real deployments |
| Interactive GUI | Real-time visualization dashboard for monitoring and control |
| Mission Planning | Waypoint navigation with survey patterns (lawnmower, spiral, grid) |
| Failsafe Systems | RTL, emergency land, altitude hold with configurable triggers |
| Cryptographic Security | ChaCha20-Poly1305 + Ed25519 for secure communications |
Who It's For¶
| Industry | Use Cases |
|---|---|
| Drone Manufacturers | Integrate swarm intelligence into your UAV product line |
| Defense & Dual-Use | Tactical reconnaissance, perimeter security, ISR missions |
| Security & Surveillance | Automated patrol, crowd monitoring, critical infrastructure |
| Inspection & Mapping | Solar farms, pipelines, power lines, agricultural surveys |
| Research Labs | Academic research, algorithm development, swarm behavior studies |
| Search & Rescue | Coordinated search patterns, area coverage optimization |
Enterprise Features¶
- Priority Support - Direct engineering support with guaranteed response times
- Custom Integration - Tailored integration with your existing drone fleet
- Hardware Optimization - Embedded systems tuning for your specific platforms
- Training & Onboarding - Technical workshops for your engineering team
- Source Code Access - Full source with modification rights for enterprise
- Compliance Assistance - Help with aviation regulatory requirements
Get Started¶
Ready to deploy autonomous drone swarms?
Contact for Commercial Licensing
License¶
| Component | License |
|---|---|
| Core algorithms (PSO, ACO, GWO, WOA, etc.) | Apache 2.0 (Open Source) |
| Enterprise features | Commercial license available |
This project is licensed under the Apache License 2.0 - see LICENSE for details.
Enterprise Licensing: For commercial deployments requiring dedicated support, custom integrations, or proprietary features, contact: m.s.rajpoot20@gmail.com
Citation¶
If you use this project in your research, please cite:
@software{swarm_manager_2025,
author = {Rajpoot, Mahendra Singh},
title = {Swarm Manager: Industrial-Grade Autonomous Drone Swarm System},
year = {2025},
publisher = {GitHub},
url = {https://github.com/mahii6991/swarm-manager}
}
Built with Rust for Maximum Safety and Performance
"In swarms we trust, in cryptography we verify."